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KMID : 1003820070110020084
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Journal Of The Korea Institute Of Oriental Medical Diagnostics
2007 Volume.11 No. 2 p.84 ~ p.95
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Nonlinear Correlation Dimension Analysis of EEG and HRV
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Kim Jeong-Kyun
Park Young-Bae
Park Young-Jae
Kim Min-Yong
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Abstract
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Background and Purpose: We have studied the trends of EEG signals in the voluntary breathing condition by applying the fractal analysis. According to chaos theory, irregularity of EEG signals can result from low dimensional deterministic chaos. A principal parameter to quantify the degree of Chaotic nonlinear dynamics is correlation dimension. The aim of this study was to analyze correlation between the correlation dimension of EEG and HRV(heart rate variability). We have studied the trends of EEG signals in the voluntary breathing condition by applying the fractal analysis.
Methods: EEG raw data were measured by moving windows during 15 minutes. Then, the correlation dimension(D2) was calculated by each 40-seconds-segment in 15 minutes data, totally 36 segments. 8 channels EEG study on the Fp, F, T, P was carried out in 30 subjects.
Results and Conclusion: Correlation analysis of HRV was calculated with deterministic non-linear data and stochastic non-linear data. 1. Ch1(Fp1), Ch4(F3), Ch4(F4) is positive correlated with In LF. 2. Ch1(Fp1), Ch3(F3) is positive correlated with In TF
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KEYWORD
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Nonlinear analysis, EEG, HRV, correlation dimension
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